Reference-free deconvolution, visualization and interpretation of complex DNA methylation data using DecompPipeline, MeDeCom and FactorViz

Keyphrases

• Complex DNA Mixtures 100%
• Reference Deconvolution 100%
• Deconvolution 100%
• DNA Methylation Data 100%
• Deconvolution Visualization 100%
• Deconvolution Method 66%
• Confounder Adjustment 33%
• Cellular Heterogeneity 33%
• Harmonized Approach 33%
• Cell Mixture 33%
• R Shiny 33%
• Multiple Parameters 33%
• Multiple Tissues 33%
• Patient Cohort 33%
• Complex Cell 33%
• DNA Methylome 33%
• Methylation Changes 33%
• Biological Inference 33%
• Bulk Samples 33%
• Methylome 33%
• DNA Methylation Profiling 33%
• Cancer Genome Atlas 33%
• DNA Methylation Profile 33%
• International Cooperative Ataxia Rating Scale (ICARS) 33%
• Human Disease 33%
• Data Preprocessing 33%
• Graphical User Interface 33%
• Feature Selection 33%
• Human Development 33%
• Biological Validation 33%
• Complex Samples 33%
• Stromal Tumor 33%
• Lung Cancer 33%
• Methylation 33%
• Clinical Parameters 33%
• Data Preparation 33%
• Three-stage Protocol 33%
• Tumor-infiltrating Immune Cells 33%

Biochemistry, Genetics and Molecular Biology

• Complex System 20%